Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | Z _ __call__() (detector_benchmark.watermark.dip.dip.DIPLogitsProcessor method) (detector_benchmark.watermark.kgw.kgw.KGWLogitsProcessor method) (detector_benchmark.watermark.sir.sir.SIRLogitsProcessor method) (detector_benchmark.watermark.sweet.sweet.SWEET_LogitsProcessor method) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedLogitsProcessor method) _apply_watermark() (detector_benchmark.watermark.dip.dip.DIPLogitsProcessor method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedLogitsProcessor method) _bias_greenlist_logits() (detector_benchmark.watermark.kgw.kgw.KGWLogitsProcessor method) (detector_benchmark.watermark.sweet.sweet.SWEET_LogitsProcessor method) _bias_logits() (detector_benchmark.watermark.sir.sir.SIRLogitsProcessor method) _calc_greenlist_mask() (detector_benchmark.watermark.kgw.kgw.KGWLogitsProcessor method) (detector_benchmark.watermark.sweet.sweet.SWEET_LogitsProcessor method) _compute_keys() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) _compute_latents() (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked method) _compute_z_score() (detector_benchmark.watermark.kgw.kgw.KGWUtils method) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils method) _extract_context_code() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) _get_context_sentence() (detector_benchmark.watermark.sir.sir.SIRUtils method) _get_dip_score() (detector_benchmark.watermark.dip.dip.DIPUtils method) _get_green_token_quantile() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) _get_mapping() (detector_benchmark.watermark.sir.sir.SIRUtils method) _get_rng_seed() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) _get_score() (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) _get_transform_model() (detector_benchmark.watermark.sir.sir.SIRUtils method) _seed_rng() (detector_benchmark.watermark.kgw.kgw.KGWUtils method) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils method) _value_transformation() (detector_benchmark.watermark.exp.exp.EXPUtils method) A accumulate_hash() (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils method) adversarial_gen_params (detector_benchmark.generation.gen_params_attack.GenParamsAttack attribute) (detector_benchmark.generation.GenParamsAttack attribute) adversarial_prompt_config (detector_benchmark.generation.prompt_attack.PromptAttack attribute) (detector_benchmark.generation.PromptAttack attribute) alpha (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) api_key (detector_benchmark.detector.gpt_zero_detector.GPTZero attribute) (detector_benchmark.detector.GPTZero attribute) ArticleGenerator (class in detector_benchmark.generation) (class in detector_benchmark.generation.article_generator) attack (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) attack_name (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) (detector_benchmark.generation.gen_params_attack.GenParamsAttack attribute) (detector_benchmark.generation.GenParamsAttack attribute) (detector_benchmark.generation.prompt_attack.PromptAttack attribute) (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack attribute) (detector_benchmark.generation.PromptAttack attribute) (detector_benchmark.generation.PromptParaphrasingAttack attribute) attack_type (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) AttackLoader (class in detector_benchmark.generation) (class in detector_benchmark.generation.attack_loader) AutoWatermark (class in detector_benchmark.watermark.auto_watermark) B baserate (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule attribute) BaseWatermark (class in detector_benchmark.watermark.base) batch_size (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline attribute) (detector_benchmark.pipeline.TextQualityPipeline attribute) BayesianDetectorModule (class in detector_benchmark.watermark.synth_id.detector_bayesian_torch) BertDetector (class in detector_benchmark.detector) (class in detector_benchmark.detector.bert_detector) BertScoreScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) beta (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked attribute) bootstrap_score() (in module detector_benchmark.text_quality_evaluation.scorer_utils) C calculate_entropy() (detector_benchmark.watermark.sweet.sweet.SWEET_Utils method) cc_history (detector_benchmark.watermark.dip.dip.DIPUtils attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils attribute) cfg (detector_benchmark.detector.detector_loader.DetectorLoader attribute) (detector_benchmark.detector.DetectorLoader attribute) (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) chat_template_type (configs.ModelConfig attribute) choose_attack() (in module detector_benchmark.create_dataset) choose_dataset() (in module detector_benchmark.create_dataset) choose_generator() (in module detector_benchmark.create_dataset) choose_watermarking_scheme() (in module detector_benchmark.create_dataset) chunk_length (detector_benchmark.watermark.sir.sir.SIRConfig attribute) clean_dataset() (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader method) (detector_benchmark.dataset_loader.CNNDataLoader method) CNNDataLoader (class in detector_benchmark.dataset_loader) (class in detector_benchmark.dataset_loader.cnn_dataset) compare_human_to_ai (detector_benchmark.text_quality_evaluation.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer attribute) CompareScorer (class in detector_benchmark.text_quality_evaluation.scorer) compute_bootstrap_metrics() (in module detector_benchmark.pipeline.pipeline_utils) compute_context_repetition_mask() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) compute_eos_token_mask() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) compute_g_values() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) compute_ngram_keys() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) config (detector_benchmark.watermark.dip.DIP attribute) (detector_benchmark.watermark.dip.dip.DIP attribute) (detector_benchmark.watermark.dip.dip.DIPLogitsProcessor attribute) (detector_benchmark.watermark.dip.dip.DIPUtils attribute) (detector_benchmark.watermark.exp.EXP attribute) (detector_benchmark.watermark.exp.exp.EXP attribute) (detector_benchmark.watermark.exp.exp.EXPUtils attribute) (detector_benchmark.watermark.kgw.KGW attribute) (detector_benchmark.watermark.kgw.kgw.KGW attribute) (detector_benchmark.watermark.kgw.kgw.KGWLogitsProcessor attribute) (detector_benchmark.watermark.kgw.kgw.KGWUtils attribute) (detector_benchmark.watermark.sir.SIR attribute) (detector_benchmark.watermark.sir.sir.SIR attribute) (detector_benchmark.watermark.sir.sir.SIRLogitsProcessor attribute) (detector_benchmark.watermark.sir.sir.SIRUtils attribute) (detector_benchmark.watermark.sweet.SWEET attribute) (detector_benchmark.watermark.sweet.sweet.SWEET attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_LogitsProcessor attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthID attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils attribute) (detector_benchmark.watermark.synth_id.SynthID attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedLogitsProcessor attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedWatermark attribute) (detector_benchmark.watermark.unbiased.UnbiasedWatermark attribute) configs module context (detector_benchmark.watermark.synth_id.synth_id.SynthIDState attribute) context_history (detector_benchmark.watermark.synth_id.synth_id.SynthIDState attribute) context_history_size (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) corpus (detector_benchmark.text_quality_evaluation.IDFScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer attribute) create_dataset() (in module detector_benchmark.create_dataset) create_directory_for_file() (in module utils) create_experiment_dataset() (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline method) (detector_benchmark.pipeline.CreateDatasetPipeline method) create_logger() (in module detector_benchmark.pipeline.pipeline_utils) (in module utils) create_logger_file() (in module detector_benchmark.pipeline.pipeline_utils) (in module utils) create_splits() (in module detector_benchmark.dataset_loader.dataset_loader_utils) create_train_from_dataset() (in module detector_benchmark.dataset_loader.dataset_loader_utils) CreateDatasetPipeline (class in detector_benchmark.pipeline) (class in detector_benchmark.pipeline.create_dataset_pipeline) crit_to_prob() (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT.ProbEstimatorFastDetectGPT method) (detector_benchmark.detector.FastDetectGPT.ProbEstimatorFastDetectGPT method) D dataset (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline attribute) (detector_benchmark.pipeline.TextQualityPipeline attribute) dataset_experiment_name (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) dataset_experiment_path (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) dataset_loader (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) dataset_name (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) dataset_path (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) dataset_size (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) debug_mode (detector_benchmark.detector.gpt_zero_detector.GPTZero attribute) (detector_benchmark.detector.GPTZero attribute) delta (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked attribute) detect() (detector_benchmark.detector.bert_detector.BertDetector method) (detector_benchmark.detector.BertDetector method) (detector_benchmark.detector.Detector method) (detector_benchmark.detector.detector.Detector method) (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT method) (detector_benchmark.detector.FastDetectGPT method) (detector_benchmark.detector.gpt_zero_detector.GPTZero method) (detector_benchmark.detector.GPTZero method) (detector_benchmark.detector.watermark_detector.WatermarkDetector method) (detector_benchmark.detector.WatermarkDetector method) (detector_benchmark.watermark.synth_id.detector.MeanDetector method) (detector_benchmark.watermark.synth_id.detector.SynthIDDetector method) (detector_benchmark.watermark.synth_id.detector.WeightedMeanDetector method) detect_watermark() (detector_benchmark.watermark.base.BaseWatermark method) (detector_benchmark.watermark.dip.DIP method) (detector_benchmark.watermark.dip.dip.DIP method) (detector_benchmark.watermark.exp.EXP method) (detector_benchmark.watermark.exp.exp.EXP method) (detector_benchmark.watermark.kgw.KGW method) (detector_benchmark.watermark.kgw.kgw.KGW method) (detector_benchmark.watermark.sir.SIR method) (detector_benchmark.watermark.sir.sir.SIR method) (detector_benchmark.watermark.sweet.SWEET method) (detector_benchmark.watermark.sweet.sweet.SWEET method) (detector_benchmark.watermark.synth_id.synth_id.SynthID method) (detector_benchmark.watermark.synth_id.SynthID method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedWatermark method) (detector_benchmark.watermark.unbiased.UnbiasedWatermark method) detection_threshold (detector_benchmark.detector.watermark_detector.WatermarkDetector attribute) (detector_benchmark.detector.WatermarkDetector attribute) Detector (class in detector_benchmark.detector) (class in detector_benchmark.detector.detector) detector (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthID attribute) (detector_benchmark.watermark.synth_id.SynthID attribute) detector_benchmark module detector_benchmark.conf module detector_benchmark.create_dataset module detector_benchmark.dataset_loader module detector_benchmark.dataset_loader.cnn_dataset module detector_benchmark.dataset_loader.dataset_loader_utils module detector_benchmark.dataset_loader.fake_true_dataset module detector_benchmark.detector module detector_benchmark.detector.bert_detector module detector_benchmark.detector.detector module detector_benchmark.detector.detector_loader module detector_benchmark.detector.fast_detect_gpt module detector_benchmark.detector.gpt_zero_detector module detector_benchmark.detector.watermark_detector module detector_benchmark.generate_mappings module detector_benchmark.generation module detector_benchmark.generation.article_generator module detector_benchmark.generation.attack_loader module detector_benchmark.generation.gen_loader module detector_benchmark.generation.gen_params_attack module detector_benchmark.generation.generator module detector_benchmark.generation.prompt_attack module detector_benchmark.generation.prompt_paraphrasing_attack module detector_benchmark.pipeline module detector_benchmark.pipeline.create_dataset_pipeline module detector_benchmark.pipeline.experiment_pipeline module detector_benchmark.pipeline.experiment_test_detector_pipeline module detector_benchmark.pipeline.pipeline_utils module detector_benchmark.pipeline.text_quality_pipeline module detector_benchmark.run_human_eval module detector_benchmark.run_human_eval_plus module detector_benchmark.test_detector module detector_benchmark.test_text_quality module detector_benchmark.text_quality_evaluation module detector_benchmark.text_quality_evaluation.scorer module detector_benchmark.text_quality_evaluation.scorer_utils module detector_benchmark.watermark module detector_benchmark.watermark.auto_watermark module detector_benchmark.watermark.base module detector_benchmark.watermark.dip module detector_benchmark.watermark.dip.dip module detector_benchmark.watermark.exp module detector_benchmark.watermark.exp.exp module detector_benchmark.watermark.kgw module detector_benchmark.watermark.kgw.kgw module detector_benchmark.watermark.sir module detector_benchmark.watermark.sir.sir module detector_benchmark.watermark.sir.transform_model module detector_benchmark.watermark.sweet module detector_benchmark.watermark.sweet.sweet module detector_benchmark.watermark.synth_id module detector_benchmark.watermark.synth_id.detector module detector_benchmark.watermark.synth_id.detector_bayesian_torch module detector_benchmark.watermark.synth_id.synth_id module detector_benchmark.watermark.unbiased module detector_benchmark.watermark.unbiased.unbiased module detector_module (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector attribute) detector_name (detector_benchmark.detector.detector_loader.DetectorLoader attribute) (detector_benchmark.detector.DetectorLoader attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) DetectorLoader (class in detector_benchmark.detector) (class in detector_benchmark.detector.detector_loader) device (configs.ModelConfig attribute) (detector_benchmark.detector.bert_detector.BertDetector attribute) (detector_benchmark.detector.BertDetector attribute) (detector_benchmark.detector.detector_loader.DetectorLoader attribute) (detector_benchmark.detector.DetectorLoader attribute) (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT attribute) (detector_benchmark.generation.gen_loader.GenLoader attribute) (detector_benchmark.generation.generator.LLMGenerator attribute) (detector_benchmark.generation.GenLoader attribute) (detector_benchmark.generation.LLMGenerator attribute) (detector_benchmark.text_quality_evaluation.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer attribute) (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) (transformers_config.TransformersConfig attribute) DIP (class in detector_benchmark.watermark.dip) (class in detector_benchmark.watermark.dip.dip) DIPConfig (class in detector_benchmark.watermark.dip.dip) DIPLogitsProcessor (class in detector_benchmark.watermark.dip.dip) DIPUtils (class in detector_benchmark.watermark.dip.dip) E embedding_model (detector_benchmark.watermark.sir.sir.SIRUtils attribute) embedding_model_path (detector_benchmark.watermark.sir.sir.SIRConfig attribute) embedding_tokenizer (detector_benchmark.watermark.sir.sir.SIRUtils attribute) entropy_threshold (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) eval_fraction (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) eval_human (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline attribute) (detector_benchmark.pipeline.TextQualityPipeline attribute) evaluate_detector() (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline method) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline method) evaluate_text_quality() (in module detector_benchmark.test_text_quality) EXP (class in detector_benchmark.watermark.exp) (class in detector_benchmark.watermark.exp.exp) exp_sampling() (detector_benchmark.watermark.exp.exp.EXPUtils method) EXPConfig (class in detector_benchmark.watermark.exp.exp) experiment_name (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) experiment_path (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) ExperimentPipeline (class in detector_benchmark.pipeline.experiment_pipeline) ExperimentTestDetectorPipeline (class in detector_benchmark.pipeline) (class in detector_benchmark.pipeline.experiment_test_detector_pipeline) EXPUtils (class in detector_benchmark.watermark.exp.exp) F fake_crits (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT.ProbEstimatorFastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT.ProbEstimatorFastDetectGPT attribute) FakeTruePairsDataLoader (class in detector_benchmark.dataset_loader) (class in detector_benchmark.dataset_loader.fake_true_dataset) FastDetectGPT (class in detector_benchmark.detector) (class in detector_benchmark.detector.fast_detect_gpt) FastDetectGPT.ProbEstimatorFastDetectGPT (class in detector_benchmark.detector) (class in detector_benchmark.detector.fast_detect_gpt) fc (detector_benchmark.watermark.sir.transform_model.ResidualBlock attribute) filter_and_truncate() (in module detector_benchmark.watermark.synth_id.detector_bayesian_torch) filter_duplicates() (in module detector_benchmark.dataset_loader.dataset_loader_utils) filtered_corpus (detector_benchmark.text_quality_evaluation.IDFScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer attribute) find_threshold() (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline method) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline method) forward() (detector_benchmark.generation.generator.LLMGenerator method) (detector_benchmark.generation.LLMGenerator method) (detector_benchmark.watermark.sir.transform_model.ResidualBlock method) (detector_benchmark.watermark.sir.transform_model.TransformModel method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModel method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelUnwatermarked method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked method) forward_debug() (detector_benchmark.generation.generator.LLMGenerator method) (detector_benchmark.generation.LLMGenerator method) from_random() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) G gamma (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) gen_kwargs (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) (transformers_config.TransformersConfig attribute) gen_model (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) gen_model_config (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) gen_name (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) gen_params (configs.ModelConfig attribute) (detector_benchmark.generation.gen_loader.GenLoader attribute) (detector_benchmark.generation.generator.LLMGenerator attribute) (detector_benchmark.generation.GenLoader attribute) (detector_benchmark.generation.LLMGenerator attribute) gen_prompt_config (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) gen_tokenizer_only (detector_benchmark.generation.gen_loader.GenLoader attribute) (detector_benchmark.generation.GenLoader attribute) gen_utils module generate() (detector_benchmark.watermark.dip.DIP method) (detector_benchmark.watermark.dip.dip.DIP method) (detector_benchmark.watermark.exp.EXP method) (detector_benchmark.watermark.exp.exp.EXP method) (detector_benchmark.watermark.kgw.KGW method) (detector_benchmark.watermark.kgw.kgw.KGW method) (detector_benchmark.watermark.sir.SIR method) (detector_benchmark.watermark.sir.sir.SIR method) (detector_benchmark.watermark.sweet.SWEET method) (detector_benchmark.watermark.sweet.sweet.SWEET method) generate_adversarial_text() (detector_benchmark.generation.article_generator.ArticleGenerator method) (detector_benchmark.generation.ArticleGenerator method) (detector_benchmark.generation.gen_params_attack.GenParamsAttack method) (detector_benchmark.generation.GenParamsAttack method) (detector_benchmark.generation.prompt_attack.PromptAttack method) (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack method) (detector_benchmark.generation.PromptAttack method) (detector_benchmark.generation.PromptParaphrasingAttack method) generate_batch_completions() (in module detector_benchmark.run_human_eval) (in module detector_benchmark.run_human_eval_plus) generate_mapping() (in module detector_benchmark.generate_mappings) generate_one_completion() (in module detector_benchmark.run_human_eval) (in module detector_benchmark.run_human_eval_plus) generate_text() (detector_benchmark.generation.article_generator.ArticleGenerator method) (detector_benchmark.generation.ArticleGenerator method) generate_unwatermarked_text() (detector_benchmark.watermark.base.BaseWatermark method) generate_watermarked_text() (detector_benchmark.watermark.base.BaseWatermark method) (detector_benchmark.watermark.dip.DIP method) (detector_benchmark.watermark.dip.dip.DIP method) (detector_benchmark.watermark.exp.EXP method) (detector_benchmark.watermark.exp.exp.EXP method) (detector_benchmark.watermark.kgw.KGW method) (detector_benchmark.watermark.kgw.kgw.KGW method) (detector_benchmark.watermark.sir.SIR method) (detector_benchmark.watermark.sir.sir.SIR method) (detector_benchmark.watermark.sweet.SWEET method) (detector_benchmark.watermark.sweet.sweet.SWEET method) (detector_benchmark.watermark.synth_id.synth_id.SynthID method) (detector_benchmark.watermark.synth_id.SynthID method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedWatermark method) (detector_benchmark.watermark.unbiased.UnbiasedWatermark method) generation_model (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) generation_tokenizer (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) generator (detector_benchmark.generation.generator.LLMGenerator attribute) (detector_benchmark.generation.LLMGenerator attribute) generator_name (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) GenLoader (class in detector_benchmark.generation) (class in detector_benchmark.generation.gen_loader) GenParamsAttack (class in detector_benchmark.generation) (class in detector_benchmark.generation.gen_params_attack) get_bias() (detector_benchmark.watermark.sir.sir.SIRUtils method) get_detector() (in module detector_benchmark.watermark.synth_id.detector) get_embedding() (detector_benchmark.watermark.sir.sir.SIRUtils method) get_greenlist_ids() (detector_benchmark.watermark.kgw.kgw.KGWUtils method) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils method) get_likelihood() (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT method) (detector_benchmark.detector.FastDetectGPT method) get_result() (openai_utils.OpenAIAPI method) get_result_from_gpt3_5() (openai_utils.OpenAIAPI method) get_result_from_gpt4() (openai_utils.OpenAIAPI method) get_samples() (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT method) (detector_benchmark.detector.FastDetectGPT method) get_sampling_discrepancy() (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT method) (detector_benchmark.detector.FastDetectGPT method) get_sampling_discrepancy_analytic() (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT method) (detector_benchmark.detector.FastDetectGPT method) get_seed_for_cipher() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) get_text_split() (detector_benchmark.watermark.sir.sir.SIRUtils method) get_threshold_for_results() (in module detector_benchmark.pipeline.pipeline_utils) GPTZero (class in detector_benchmark.detector) (class in detector_benchmark.detector.gpt_zero_detector) H hash_key (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) hf_dataset_path (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) I IDFScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) ignore_history (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) init_pipelines() (in module detector_benchmark.test_text_quality) J judge (detector_benchmark.text_quality_evaluation.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer attribute) K keys (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) KGW (class in detector_benchmark.watermark.kgw) (class in detector_benchmark.watermark.kgw.kgw) KGWConfig (class in detector_benchmark.watermark.kgw.kgw) KGWLogitsProcessor (class in detector_benchmark.watermark.kgw.kgw) KGWUtils (class in detector_benchmark.watermark.kgw.kgw) L l2_loss() (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked method) layers (detector_benchmark.watermark.sir.transform_model.TransformModel attribute) likelihood_model_unwatermarked (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule attribute) likelihood_model_watermarked (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule attribute) LikelihoodModel (class in detector_benchmark.watermark.synth_id.detector_bayesian_torch) LikelihoodModelUnwatermarked (class in detector_benchmark.watermark.synth_id.detector_bayesian_torch) LikelihoodModelWatermarked (class in detector_benchmark.watermark.synth_id.detector_bayesian_torch) LLMGenerator (class in detector_benchmark.generation) (class in detector_benchmark.generation.generator) load() (detector_benchmark.detector.detector_loader.DetectorLoader method) (detector_benchmark.detector.DetectorLoader method) (detector_benchmark.generation.attack_loader.AttackLoader method) (detector_benchmark.generation.AttackLoader method) (detector_benchmark.generation.gen_loader.GenLoader method) (detector_benchmark.generation.GenLoader method) (detector_benchmark.watermark.auto_watermark.AutoWatermark method) load_config_file() (in module utils) load_data() (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader method) (detector_benchmark.dataset_loader.CNNDataLoader method) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader method) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader method) load_json_as_list() (in module utils) load_local (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) local_weights (detector_benchmark.detector.detector_loader.DetectorLoader attribute) (detector_benchmark.detector.DetectorLoader attribute) log (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) logits_processor (detector_benchmark.watermark.dip.DIP attribute) (detector_benchmark.watermark.dip.dip.DIP attribute) (detector_benchmark.watermark.kgw.KGW attribute) (detector_benchmark.watermark.kgw.kgw.KGW attribute) (detector_benchmark.watermark.sir.SIR attribute) (detector_benchmark.watermark.sir.sir.SIR attribute) (detector_benchmark.watermark.sweet.SWEET attribute) (detector_benchmark.watermark.sweet.sweet.SWEET attribute) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthID attribute) (detector_benchmark.watermark.synth_id.SynthID attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedWatermark attribute) (detector_benchmark.watermark.unbiased.UnbiasedWatermark attribute) M main() (in module detector_benchmark.create_dataset) (in module detector_benchmark.generate_mappings) (in module detector_benchmark.test_detector) (in module detector_benchmark.test_text_quality) mapping (detector_benchmark.watermark.sir.sir.SIRUtils attribute) mapping_name (detector_benchmark.watermark.sir.sir.SIRConfig attribute) max_sample_len (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) mean_pooling() (detector_benchmark.text_quality_evaluation.scorer.SemScoreScorer method) (detector_benchmark.text_quality_evaluation.SemScoreScorer method) mean_score_numpy() (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils method) MeanDetector (class in detector_benchmark.watermark.synth_id.detector) metric (detector_benchmark.text_quality_evaluation.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer attribute) model (detector_benchmark.detector.bert_detector.BertDetector attribute) (detector_benchmark.detector.BertDetector attribute) (detector_benchmark.text_quality_evaluation.BertScoreScorer attribute) (detector_benchmark.text_quality_evaluation.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.BertScoreScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.SemScoreScorer attribute) (detector_benchmark.text_quality_evaluation.SemScoreScorer attribute) (openai_utils.OpenAIAPI attribute) (transformers_config.TransformersConfig attribute) model_config (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack attribute) (detector_benchmark.generation.PromptParaphrasingAttack attribute) model_name (configs.ModelConfig attribute) (detector_benchmark.generation.gen_loader.GenLoader attribute) (detector_benchmark.generation.GenLoader attribute) ModelConfig (class in configs) module configs detector_benchmark detector_benchmark.conf detector_benchmark.create_dataset detector_benchmark.dataset_loader detector_benchmark.dataset_loader.cnn_dataset detector_benchmark.dataset_loader.dataset_loader_utils detector_benchmark.dataset_loader.fake_true_dataset detector_benchmark.detector detector_benchmark.detector.bert_detector detector_benchmark.detector.detector detector_benchmark.detector.detector_loader detector_benchmark.detector.fast_detect_gpt detector_benchmark.detector.gpt_zero_detector detector_benchmark.detector.watermark_detector detector_benchmark.generate_mappings detector_benchmark.generation detector_benchmark.generation.article_generator detector_benchmark.generation.attack_loader detector_benchmark.generation.gen_loader detector_benchmark.generation.gen_params_attack detector_benchmark.generation.generator detector_benchmark.generation.prompt_attack detector_benchmark.generation.prompt_paraphrasing_attack detector_benchmark.pipeline detector_benchmark.pipeline.create_dataset_pipeline detector_benchmark.pipeline.experiment_pipeline detector_benchmark.pipeline.experiment_test_detector_pipeline detector_benchmark.pipeline.pipeline_utils detector_benchmark.pipeline.text_quality_pipeline detector_benchmark.run_human_eval detector_benchmark.run_human_eval_plus detector_benchmark.test_detector detector_benchmark.test_text_quality detector_benchmark.text_quality_evaluation detector_benchmark.text_quality_evaluation.scorer detector_benchmark.text_quality_evaluation.scorer_utils detector_benchmark.watermark detector_benchmark.watermark.auto_watermark detector_benchmark.watermark.base detector_benchmark.watermark.dip detector_benchmark.watermark.dip.dip detector_benchmark.watermark.exp detector_benchmark.watermark.exp.exp detector_benchmark.watermark.kgw detector_benchmark.watermark.kgw.kgw detector_benchmark.watermark.sir detector_benchmark.watermark.sir.sir detector_benchmark.watermark.sir.transform_model detector_benchmark.watermark.sweet detector_benchmark.watermark.sweet.sweet detector_benchmark.watermark.synth_id detector_benchmark.watermark.synth_id.detector detector_benchmark.watermark.synth_id.detector_bayesian_torch detector_benchmark.watermark.synth_id.synth_id detector_benchmark.watermark.unbiased detector_benchmark.watermark.unbiased.unbiased gen_utils openai_utils transformers_config utils N name (detector_benchmark.text_quality_evaluation.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.RefScorer attribute) (detector_benchmark.text_quality_evaluation.Scorer attribute) (detector_benchmark.text_quality_evaluation.scorer.CompareScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.RefScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.Scorer attribute) (detector_benchmark.text_quality_evaluation.scorer.SelfScorer attribute) (detector_benchmark.text_quality_evaluation.SelfScorer attribute) ngram_len (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) non_attack_experiment_path (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) num_calls (detector_benchmark.watermark.synth_id.synth_id.SynthIDState attribute) num_layers (detector_benchmark.text_quality_evaluation.BertScoreScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.BertScoreScorer attribute) O openai_util (in module openai_utils) openai_utils module OpenAIAPI (class in openai_utils) P pad_to_len() (in module detector_benchmark.watermark.synth_id.detector_bayesian_torch) paraphrase() (detector_benchmark.generation.prompt_paraphrasing_attack.ParaphrasingAttack method) (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack method) (detector_benchmark.generation.PromptParaphrasingAttack method) paraphraser_config (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) paraphraser_model (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack attribute) (detector_benchmark.generation.PromptParaphrasingAttack attribute) paraphraser_prompt_config (detector_benchmark.generation.prompt_paraphrasing_attack.PromptParaphrasingAttack attribute) (detector_benchmark.generation.PromptParaphrasingAttack attribute) ParaphrasingAttack (class in detector_benchmark.generation.prompt_paraphrasing_attack) PPLScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) predict_gpt_zero() (detector_benchmark.detector.gpt_zero_detector.GPTZero method) (detector_benchmark.detector.GPTZero method) prefix_length (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) prefix_size (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) prior (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule attribute) process_data() (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader method) (detector_benchmark.dataset_loader.CNNDataLoader method) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader method) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader method) process_outputs_for_training() (in module detector_benchmark.watermark.synth_id.detector_bayesian_torch) process_raw_model_outputs() (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector class method) PrometheusScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) PromptAttack (class in detector_benchmark.generation) (class in detector_benchmark.generation.prompt_attack) PromptConfig (class in configs) PromptParaphrasingAttack (class in detector_benchmark.generation) (class in detector_benchmark.generation.prompt_paraphrasing_attack) R RawBayesianDetector (class in detector_benchmark.watermark.synth_id.detector_bayesian_torch) real_crits (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT.ProbEstimatorFastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT.ProbEstimatorFastDetectGPT attribute) reassign_scores() (detector_benchmark.text_quality_evaluation.PrometheusScorer method) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer method) ref_model (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT attribute) ref_tokenizer (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT attribute) RefScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) regroup_pairs() (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader method) (detector_benchmark.dataset_loader.CNNDataLoader method) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader method) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader method) relu (detector_benchmark.watermark.sir.transform_model.ResidualBlock attribute) remove_stopwords() (detector_benchmark.text_quality_evaluation.IDFScorer method) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer method) ResidualBlock (class in detector_benchmark.watermark.sir.transform_model) return_loss_lists (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline attribute) (detector_benchmark.pipeline.TextQualityPipeline attribute) reweight_logits() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) rng (detector_benchmark.watermark.dip.dip.DIPUtils attribute) (detector_benchmark.watermark.exp.exp.EXPUtils attribute) (detector_benchmark.watermark.kgw.kgw.KGWUtils attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils attribute) run_human_eval() (in module detector_benchmark.run_human_eval) (in module detector_benchmark.run_human_eval_plus) run_pipeline() (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline method) (detector_benchmark.pipeline.CreateDatasetPipeline method) (detector_benchmark.pipeline.experiment_pipeline.ExperimentPipeline method) (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline method) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline method) (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline method) (detector_benchmark.pipeline.TextQualityPipeline method) S sample_g_values() (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor method) sampling_table (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) sampling_table_seed (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) sampling_table_size (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) scale_dimension (detector_benchmark.watermark.sir.sir.SIRConfig attribute) scale_vector() (detector_benchmark.watermark.sir.sir.SIRUtils method) score() (detector_benchmark.text_quality_evaluation.BertScoreScorer method) (detector_benchmark.text_quality_evaluation.IDFScorer method) (detector_benchmark.text_quality_evaluation.PPLScorer method) (detector_benchmark.text_quality_evaluation.PrometheusScorer method) (detector_benchmark.text_quality_evaluation.RefScorer method) (detector_benchmark.text_quality_evaluation.Scorer method) (detector_benchmark.text_quality_evaluation.scorer.BertScoreScorer method) (detector_benchmark.text_quality_evaluation.scorer.CompareScorer method) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer method) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer method) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer method) (detector_benchmark.text_quality_evaluation.scorer.RefScorer method) (detector_benchmark.text_quality_evaluation.scorer.Scorer method) (detector_benchmark.text_quality_evaluation.scorer.SelfScorer method) (detector_benchmark.text_quality_evaluation.scorer.SemScoreScorer method) (detector_benchmark.text_quality_evaluation.SelfScorer method) (detector_benchmark.text_quality_evaluation.SemScoreScorer method) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector method) score_batch() (detector_benchmark.text_quality_evaluation.BertScoreScorer method) (detector_benchmark.text_quality_evaluation.IDFScorer method) (detector_benchmark.text_quality_evaluation.PPLScorer method) (detector_benchmark.text_quality_evaluation.PrometheusScorer method) (detector_benchmark.text_quality_evaluation.scorer.BertScoreScorer method) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer method) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer method) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer method) score_sequence() (detector_benchmark.watermark.dip.dip.DIPUtils method) (detector_benchmark.watermark.kgw.kgw.KGWUtils method) (detector_benchmark.watermark.sweet.sweet.SWEET_Utils method) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedUtils method) Scorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) scorer (detector_benchmark.pipeline.text_quality_pipeline.TextQualityPipeline attribute) (detector_benchmark.pipeline.TextQualityPipeline attribute) scorer_model (detector_benchmark.text_quality_evaluation.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer attribute) scorer_tokenizer (detector_benchmark.text_quality_evaluation.PPLScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.PPLScorer attribute) scoring_model (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT attribute) scoring_tokenizer (detector_benchmark.detector.fast_detect_gpt.FastDetectGPT attribute) (detector_benchmark.detector.FastDetectGPT attribute) seed (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) seed_rng() (detector_benchmark.watermark.exp.exp.EXPUtils method) SelfScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) SemScoreScorer (class in detector_benchmark.text_quality_evaluation) (class in detector_benchmark.text_quality_evaluation.scorer) sequence_length (detector_benchmark.watermark.exp.exp.EXPConfig attribute) set_attack_name() (detector_benchmark.generation.article_generator.ArticleGenerator method) (detector_benchmark.generation.ArticleGenerator method) set_watermarking_scheme_name() (detector_benchmark.generation.article_generator.ArticleGenerator method) (detector_benchmark.generation.ArticleGenerator method) shuffle_positions() (detector_benchmark.text_quality_evaluation.PrometheusScorer method) (detector_benchmark.text_quality_evaluation.scorer.PrometheusScorer method) SIR (class in detector_benchmark.watermark.sir) (class in detector_benchmark.watermark.sir.sir) SIRConfig (class in detector_benchmark.watermark.sir.sir) SIRLogitsProcessor (class in detector_benchmark.watermark.sir.sir) SIRUtils (class in detector_benchmark.watermark.sir.sir) skip_cache (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) skip_train_split (detector_benchmark.pipeline.create_dataset_pipeline.CreateDatasetPipeline attribute) (detector_benchmark.pipeline.CreateDatasetPipeline attribute) state (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) SWEET (class in detector_benchmark.watermark.sweet) (class in detector_benchmark.watermark.sweet.sweet) SWEET_Config (class in detector_benchmark.watermark.sweet.sweet) SWEET_LogitsProcessor (class in detector_benchmark.watermark.sweet.sweet) SWEET_Utils (class in detector_benchmark.watermark.sweet.sweet) SynthID (class in detector_benchmark.watermark.synth_id) (class in detector_benchmark.watermark.synth_id.synth_id) SynthIDConfig (class in detector_benchmark.watermark.synth_id.synth_id) SynthIDDetector (class in detector_benchmark.watermark.synth_id.detector) SynthIDLogitsProcessor (class in detector_benchmark.watermark.synth_id.synth_id) SynthIDState (class in detector_benchmark.watermark.synth_id.synth_id) SynthIDUtils (class in detector_benchmark.watermark.synth_id.synth_id) system_content (openai_utils.OpenAIAPI attribute) system_prompt (configs.PromptConfig attribute) T target_fpr (detector_benchmark.pipeline.experiment_test_detector_pipeline.ExperimentTestDetectorPipeline attribute) (detector_benchmark.pipeline.ExperimentTestDetectorPipeline attribute) temperature (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (openai_utils.OpenAIAPI attribute) test_detector() (in module detector_benchmark.test_detector) test_fraction (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) text_field (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) (detector_benchmark.dataset_loader.fake_true_dataset.FakeTruePairsDataLoader attribute) (detector_benchmark.dataset_loader.FakeTruePairsDataLoader attribute) TextQualityPipeline (class in detector_benchmark.pipeline) (class in detector_benchmark.pipeline.text_quality_pipeline) threshold (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) tokenizer (configs.ModelConfig attribute) (detector_benchmark.detector.bert_detector.BertDetector attribute) (detector_benchmark.detector.BertDetector attribute) (detector_benchmark.generation.generator.LLMGenerator attribute) (detector_benchmark.generation.LLMGenerator attribute) (detector_benchmark.text_quality_evaluation.scorer.SemScoreScorer attribute) (detector_benchmark.text_quality_evaluation.SemScoreScorer attribute) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector attribute) (transformers_config.TransformersConfig attribute) top_k (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) train_best_detector() (detector_benchmark.watermark.synth_id.detector_bayesian_torch.RawBayesianDetector class method) train_fraction (detector_benchmark.dataset_loader.cnn_dataset.CNNDataLoader attribute) (detector_benchmark.dataset_loader.CNNDataLoader attribute) train_model() (in module detector_benchmark.watermark.synth_id.detector_bayesian_torch) transform_chat_template_with_prompt() (in module gen_utils) transform_model (detector_benchmark.watermark.sir.sir.SIRUtils attribute) transform_model_input_dim (detector_benchmark.watermark.sir.sir.SIRConfig attribute) transform_model_name (detector_benchmark.watermark.sir.sir.SIRConfig attribute) transformers_config module TransformersConfig (class in transformers_config) TransformModel (class in detector_benchmark.watermark.sir.transform_model) U UnbiasedConfig (class in detector_benchmark.watermark.unbiased.unbiased) UnbiasedLogitsProcessor (class in detector_benchmark.watermark.unbiased.unbiased) UnbiasedUtils (class in detector_benchmark.watermark.unbiased.unbiased) UnbiasedWatermark (class in detector_benchmark.watermark.unbiased) (class in detector_benchmark.watermark.unbiased.unbiased) update_scores() (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils method) update_scores_distortionary() (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils method) use_chat_template (configs.ModelConfig attribute) user_prompt (configs.PromptConfig attribute) utils module utils (detector_benchmark.watermark.dip.DIP attribute) (detector_benchmark.watermark.dip.dip.DIP attribute) (detector_benchmark.watermark.dip.dip.DIPLogitsProcessor attribute) (detector_benchmark.watermark.exp.EXP attribute) (detector_benchmark.watermark.exp.exp.EXP attribute) (detector_benchmark.watermark.kgw.KGW attribute) (detector_benchmark.watermark.kgw.kgw.KGW attribute) (detector_benchmark.watermark.kgw.kgw.KGWLogitsProcessor attribute) (detector_benchmark.watermark.sir.SIR attribute) (detector_benchmark.watermark.sir.sir.SIR attribute) (detector_benchmark.watermark.sir.sir.SIRLogitsProcessor attribute) (detector_benchmark.watermark.sweet.SWEET attribute) (detector_benchmark.watermark.sweet.sweet.SWEET attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_LogitsProcessor attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthID attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDLogitsProcessor attribute) (detector_benchmark.watermark.synth_id.SynthID attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedLogitsProcessor attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedWatermark attribute) (detector_benchmark.watermark.unbiased.UnbiasedWatermark attribute) V vocab_size (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.exp.exp.EXPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.synth_id.synth_id.SynthIDConfig attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute) (transformers_config.TransformersConfig attribute) W WATERMARK_MAPPING_NAMES (in module detector_benchmark.watermark.auto_watermark) watermark_name_from_alg_name() (in module detector_benchmark.watermark.auto_watermark) WatermarkDetector (class in detector_benchmark.detector) (class in detector_benchmark.detector.watermark_detector) watermarking_depth (detector_benchmark.watermark.synth_id.detector_bayesian_torch.BayesianDetectorModule attribute) (detector_benchmark.watermark.synth_id.detector_bayesian_torch.LikelihoodModelWatermarked attribute) watermarking_scheme (detector_benchmark.detector.watermark_detector.WatermarkDetector attribute) (detector_benchmark.detector.WatermarkDetector attribute) (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) (detector_benchmark.generation.attack_loader.AttackLoader attribute) (detector_benchmark.generation.AttackLoader attribute) watermarking_scheme_name (detector_benchmark.generation.article_generator.ArticleGenerator attribute) (detector_benchmark.generation.ArticleGenerator attribute) weighted_mean_score_numpy() (detector_benchmark.watermark.synth_id.synth_id.SynthIDUtils method) WeightedMeanDetector (class in detector_benchmark.watermark.synth_id.detector) weights_checkpoint (detector_benchmark.detector.detector_loader.DetectorLoader attribute) (detector_benchmark.detector.DetectorLoader attribute) word_to_idf (detector_benchmark.text_quality_evaluation.IDFScorer attribute) (detector_benchmark.text_quality_evaluation.scorer.IDFScorer attribute) Z z_threshold (detector_benchmark.watermark.dip.dip.DIPConfig attribute) (detector_benchmark.watermark.kgw.kgw.KGWConfig attribute) (detector_benchmark.watermark.sir.sir.SIRConfig attribute) (detector_benchmark.watermark.sweet.sweet.SWEET_Config attribute) (detector_benchmark.watermark.unbiased.unbiased.UnbiasedConfig attribute)